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Relationship between topographic variables and live aboveground tree biomass on a large temperate forest plot
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作者 Dawn Lemke Luben Dimov +3 位作者 Helen Czech Patience Knight William Finch Richard Condit 《Forest Ecosystems》 2025年第5期813-821,共9页
Understanding local variation in forest biomass allows for a better evaluation of broad-scale patterns and interpretation of forest ecosystems’role in carbon dynamics.This study focuses on patterns of aboveground tre... Understanding local variation in forest biomass allows for a better evaluation of broad-scale patterns and interpretation of forest ecosystems’role in carbon dynamics.This study focuses on patterns of aboveground tree biomass within a fully censused 20 ha forest plot in a temperate forest of northern Alabama,USA.We evaluated the relationship between biomass and topography using ridge and valley landforms along with digitally derived moisture and solar radiation indices.Every live woody stem over 1 cm diameter at breast height within this plot was mapped,measured,and identified to species in 2019-2022,and diameter data were used along with speciesspecific wood density to map the aboveground biomass at the scale of 20 m×20 m quadrats.The aboveground tree biomass was 211 Mg·ha^(-1).Other than small stream areas that experienced recent natural disturbances,the total stand biomass was not associated with landform or topographic indices.Dominant species,in contrast,had strong associations with topography.American beech(Fagus grandifolia)and yellow-poplar(Liriodendron tulipfera)dominated the valley landform,with 37% and 54% greater biomass in the valley than their plot average,respectively.Three other dominant species,white oak(Quercus alba),southern shagbark hickory(Carya carolinaeseptentrionalis),and white ash(Fraxinus americana),were more abundant on slopes and benches,thus partitioning the site.Of the six dominant species,only sugar maple(Acer saccharum)was not associated with landform.Moreover,both topographic wetness and potential radiation indices were significant predictors of dominant species biomass within each of the landforms.The study highlights the need to consider species when examining forest productivity in a range of site conditions. 展开更多
关键词 Aboveground tree biomass Paint rock forest dynamics plot Topographic wetness index(TWI) Potential radiation Landform position index
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Spatial and temporal analysis of beta diversity in the Barro Colorado Island forest dynamics plot, Panama 被引量:7
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作者 Pierre Legendre Richard Condit 《Forest Ecosystems》 SCIE CSCD 2019年第1期76-86,共11页
Background: Ecologists are interested in assessing the spatial and temporal variation in ecological surveys repeated over time. This paper compares the 1985 and 2015 surveys of the Barro Colorado Forest Dynamics plot(... Background: Ecologists are interested in assessing the spatial and temporal variation in ecological surveys repeated over time. This paper compares the 1985 and 2015 surveys of the Barro Colorado Forest Dynamics plot(BCI), Panama,divided into 1250(20 m × 20 m) quadrats.Methods, spatial analysis: Total beta diversity was measured as the total variance of the Hellinger-transformed community data throughout the BCI plot. Total beta was partitioned into contributions of individual sites(LCBD indices), which were tested for significance and mapped.Results, spatial analysis: LCBD indices indicated the sites with exceptional community composition. In 1985,they were mostly found in the swamp habitat. In the 2015 survey, none of the swamp quadrats had significant LCBDs.What happened to the tree community in the interval?Methods, temporal analysis: The dissimilarity in community composition in each quadrat was measured between time 1(1985) and time 2(2015). Temporal Beta Indices(TBI) were computed from abundance and presence-absence data and tested for significance. TBI indices can be decomposed into B = species(or abundances-per-species) losses and C = species(or abundances-per-species) gains. B-C plots were produced; they display visually the relative importance of the loss and gain components, through time, across the sites.Results, temporal analysis: In BCI, quadrats with significant TBI indices were found in the swamp area, which is shrinking in importance due to changes to the local climate. A published habitat classification divided the BCI forest plot into six habitat zones. Graphs of the B and C components were produced for each habitat group. Group 4(the swamp) was dominated by species(and abundances-per-species) gains whereas the five other habitat groups were dominated by losses, some groups more than others.Conclusions: We identified the species that had changed the most in abundances in the swamp between T1 and T2.This analysis supported the hypothesis that the swamp is drying out and is invaded by species from the surrounding area. Analysis of the B and C components of temporal beta diversity bring us to the heart of the mechanisms of community change through time: losses(B) and gains(C) of species, losses and gains of individuals of various species. TBI analysis is especially interesting in species-rich communities where we cannot examine the changes in every species individually. 展开更多
关键词 BETA DIVERSITY B-C plotS BCI forest dynamics plot Space-time analysis Temporal BETA DIVERSITY
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Optimal plot design in a multipurpose forest inventory 被引量:1
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作者 Helena M.Henttonen Annika Kangas 《Forest Ecosystems》 SCIE CSCD 2016年第1期37-50,共14页
Background: We explore the factors affecting the optimal plot design (size and type as well as the subsample tree selection strategies within a plot) and their relative importance in defining the optimal plot desig... Background: We explore the factors affecting the optimal plot design (size and type as well as the subsample tree selection strategies within a plot) and their relative importance in defining the optimal plot design in amultipurpose forest inventory. The factors include time used to lay out the plot and to make the tree measurements within the plot, the between-plot variation of each of the variables of interest in the area, and the measurement and model errors for the different variables. Methods: We simulate different plot types and sizes and subsample tree selection strategies on measuredtest areas from North Lapland. The plot types used are fixed-radius, concentric and relascope plots. Weselect the optimal type and size first at plot level using a cost-plus-loss approach and then at cluster level byminimizing the weighted standard error with fixed budget. Results: As relascope plots are ve~/efficient at the plot level for volume and basal area, and fixed-radius plots for stems per ha, the optimal plot type strongly depends on the relative importance of these variables. The concentric plot seems to be a good compromise between these two in many cases. The subsample tree selection strategy was more important in selecting optimal plot than many other factors. In cluster level, the most important factor is the transfer time between plots. Conclusions: While the optimal radius of plots and other parameters were sensitive to the measurement times and other cost factors, the concentric plot type was optimal in almost all studied cases. Subsample tree measurement strategies need further studies, as they were an important cost factor. However, their importance to the precision was not as clear. 展开更多
关键词 SAMPLE plot forest inventory MEASUREMENT COST LOSS
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A Survey of Mycorrhizal Colonization in the 50-ha Korup Forest Dynamic Plot in Cameroon
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作者 Eneke Esoeyang Tambe Bechem George Bindeh Chuyong Belinda Tengu Fon 《American Journal of Plant Sciences》 2014年第10期1403-1415,共13页
A study was carried out in the 50-ha Korup Forest Dynamic Plot in South West Cameroon, to evaluate the diversity of mycorrhizal associations as well as to determine the effect of habitat types on the type of mycorrhiz... A study was carried out in the 50-ha Korup Forest Dynamic Plot in South West Cameroon, to evaluate the diversity of mycorrhizal associations as well as to determine the effect of habitat types on the type of mycorrhizal association. A total of 781 individual trees belonging to 51 families, 165 genera and 252 tree species, were sampled from the four habitat types found in the plot: low drier, hill slope, ridge top and wetland complexes. In each habitat type, all stems ≤ 1 cm depth at breast height had already been tagged, measured, mapped and identified to the species level. Root samples were collected, cleared, stained and examined microscopically for mycorrhizal type. Of the total number of species sampled, 248 (98.41%) formed mycorrhizal associations with only 4 (1.59%) being non mycorrhizal. For mycorrhizal trees, 232 (93.55%) formed exclusively arbuscular mycorrhiza, 10 (4.03%) formed ectomycorrhiza, while 6 (2.42%) formed both ecto- and arbuscular mycorrhiza. The ridge top harbored the least number (152) of mycorrhizal trees while the low drier area harbored the most number (266) of mycorrhizal trees. Although habitat effect was not significant in influencing mycorrhizal colonization of tree species, some tree species did show aggregated patterns in particular habitats. 展开更多
关键词 Korup forest DYNAMIC plot ARBUSCULAR MYCORRHIZA ECTOMYCORRHIZA Cameroon
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Assessment of the State of Forests Based on Joint Statistical Processing of Sentinel-2B Remote Sensing Data and the Data from Network of Ground-Based ICP-Forests Sample Plots
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作者 Alexander S. Alekseev Dmitry M. Chernikhovskii 《Open Journal of Ecology》 2022年第8期513-528,共16页
The research was carried out on the territory of the Karelian Isthmus of the Leningrad Region using Sentinel-2B images and data from a network of ground sample plots. The ground sample plots are located in the studied... The research was carried out on the territory of the Karelian Isthmus of the Leningrad Region using Sentinel-2B images and data from a network of ground sample plots. The ground sample plots are located in the studied territory mainly in a regular manner, laid and surveyed according to the ICP-Forests methodology with some additions. The total area of the sample plots is a small part of the entire study area. One of the objectives of the study was to determine the possibility of using the k-NN (nearest neighbor method) to assess the state of forests throughout the whole studied territory by joint statistical processing of data from ground sample plots and Sentinel-2B imagery. The data of the ground-based sample plots were divided into 2 equal parts, one for the application of the k-NN method, the second for checking the results of the method application. The systematic error in determining the mean damage class of the tree stands on sample plots by the k-NN method turned out to be zero, the random error is equal to one point. These results offer a possibility to determine the state of the forest in the entire study area. The second objective of the study was to examine the possibility of using the short-wave vegetation index (SWVI) to assess the state of forests. As a result, a close statistically reliable dependence of the average score of the state of plantations and the value of the SWVI index was established, which makes it possible to use the established relationship to determine the state of forests throughout the studied territory. The joint use and statistical processing of remotely sensed data and ground-based test areas by the two studied methods make it possible to assess the state of forests throughout the large studied area within the image. The results obtained can be used to monitor the state of forests in large areas and design appropriate forestry protective measures. 展开更多
关键词 Remote Sensing Sentinel-2B Imagery ICP-forest Sample plot Tree Stand Damage Class k-NN (Nearest Neighbor Method) Vegetation Index SWVI Nonlinear Regression Systematic Error Random Error
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Sample Plot Change in the Seventh Review of Continuous National Forest Inventory in Zigui County
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作者 Zhongmei DENG Jiaxuan XIANG +3 位作者 Jun SONG Xueyong QIN Dongwei WANG Lei ZHOU 《Asian Agricultural Research》 2016年第2期61-63,共3页
The following qualitative conclusions of forest resources in Zigui can be drawn by the research on 73 plots and 5 vegetation plots:forest area is increasing; forest growing stock is increasing; the adjustment of fores... The following qualitative conclusions of forest resources in Zigui can be drawn by the research on 73 plots and 5 vegetation plots:forest area is increasing; forest growing stock is increasing; the adjustment of forest category structure is constantly improved; forest quality has been improving; stand structure is optimized continuously; biodiversity has initially appeared. 展开更多
关键词 NATIONAL forest INVENTORY The seventh review in Zigui SAMPLE plot CHANGE
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鄂西南常绿落叶阔叶混交林超级优势种和大树对生物量和生产力的主导作用
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作者 黄晶晶 吴安驰 +6 位作者 艾训儒 姚兰 朱江 郭秋菊 张科燕 兰洁 朱强 《中南林业科技大学学报》 北大核心 2026年第2期23-30,共8页
【目的】系统探索鄂西南天然森林生态系统中超级优势种和大树的组成特征及其在维持森林生物量和生产力中的关键作用,旨在为亚热带山地丘陵地区森林植被的保护与可持续管理提供理论依据与实践指导。【方法】基于亚热带鄂西南天然林生态... 【目的】系统探索鄂西南天然森林生态系统中超级优势种和大树的组成特征及其在维持森林生物量和生产力中的关键作用,旨在为亚热带山地丘陵地区森林植被的保护与可持续管理提供理论依据与实践指导。【方法】基于亚热带鄂西南天然林生态系统中6 hm^(2)大样地的详细调查数据,系统地分析了大样地中超级优势种和大树对生物量和生产力的相对贡献,探讨这些优势树种对区域森林碳循环的潜在影响及其在维持森林生态系统功能和稳定性方面的关键作用。【结果】大样地中少数几个超级优势种贡献了大约50%的物种多度(8个种)、生物量(2个种)和生产力(5个种)。群落中物种多度的排名与其对生物量和生产力的贡献排名并不匹配,甚至存在较大差异。物种多度与生物量和生产力呈显著正相关关系(R^(2)>0.62,P<0.001),高物种多度贡献了更多的生物量和生产力。约1.00%~3.39%的大树个体贡献了34.29%~68.94%的生物量和19.99%~50.05%的生产力。大树物种的多度对其生物量(R^(2)>0.98,P<0.001)和生产力(R^(2)>0.86,P<0.001)的预测效果极佳。系统发育树显示,超级优势种和大树物种在进化上具有集聚性,并且主要集中在特定的科水平,这些物种在维持生态系统功能中发挥了关键作用。【结论】超级优势种和大树在维持森林生物量和生产力中起着至关重要的作用,这些优势树种不仅对区域森林碳循环产生了潜在影响,还对生态系统的长期健康和稳定具有深远意义。 展开更多
关键词 多度 生物量 森林监测样地 超级优势种 大树 生产力
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基于不同计量方法的森林碳汇差异性研究——以山东省为例
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作者 崔晓伟 邵飞 刘兴增 《山东林业科技》 2026年第1期54-60,共7页
【目标】为全面了解不同计量方法的测算差异和特点,充分发挥森林生态系统碳汇在“双碳”目标中的重要作用。【方法】本研究围绕山东省森林生态系统的碳汇计量方法,对基于森林清查数据采用二元材积模型,遥感反演和通量观测等三种方法进... 【目标】为全面了解不同计量方法的测算差异和特点,充分发挥森林生态系统碳汇在“双碳”目标中的重要作用。【方法】本研究围绕山东省森林生态系统的碳汇计量方法,对基于森林清查数据采用二元材积模型,遥感反演和通量观测等三种方法进行分析,找出不同计量方法下山东省森林碳汇的差异性,探讨适合山东森林碳汇的计量方法。【结果】近20年来,山东林地碳汇总体呈上升趋势,但不同计量方法的测算结果之间有显著差异。其中,基于样地测量的结果最高,2020年林地面积相对2000年增加了约71万公顷,但碳储量到2020年为3421.09万t,是2000年碳汇量的1.45倍;遥感反演结果与样地测算结果增长趋势一致,2020年测算结果为1817.38万t,为样地测算结果的53.12%;基于涡度相关通量观测结果最低,仅为1231.03万t,且测算结果受林地面积变化影响显著。【结论】不同的计量方法可适用于不同的应用场景,样地测算方法是基础工作,是其他测算方法的重要参考,建立样地测算数据库对精准测量森林碳汇具有重大的现实意义;遥感反演则在计算大面积森林生态系统方面具有优势,尤其是对森林生态系统碳的时空分布与动态变化检测方面更具有优越性;基于涡度相关的碳通量观测方法,在小范围内生态系统测量具有观测周期长、数据精度高以及多元素同步测量的优势,可应用于森林碳的机理性研究方面。因此,本研究认为不同应用场景下使用适宜的计量方法,更有利于推动“双碳”工作开展。 展开更多
关键词 森林碳汇 计量方法 样地测算 遥感反演 涡度相关
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人工智能产业空间分布特征与影响因素研究
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作者 贺刚 龚雪梅 《当代经济》 2026年第2期22-30,共9页
在技术革新与数字化转型的驱动下,人工智能产业呈现快速发展态势。本研究基于2000—2023年我国的287个地级及以上城市的微观企业数据,综合运用随机森林模型(RF)、偏依赖图(PDP)与最小二乘法(OLS)分析人工智能产业空间分布特征与影响因素... 在技术革新与数字化转型的驱动下,人工智能产业呈现快速发展态势。本研究基于2000—2023年我国的287个地级及以上城市的微观企业数据,综合运用随机森林模型(RF)、偏依赖图(PDP)与最小二乘法(OLS)分析人工智能产业空间分布特征与影响因素,研究发现:人工智能产业时空演变呈现阶段性加速特征;空间分布高度集聚于长三角、珠三角、京津冀及成渝四大集群,表现出“东高西低、沿海向内陆递减”的梯度分异格局。多维驱动因素中,金融发展、科技创新、信息化水平与创业活跃度均具有显著正向影响;与之相反,电信基础设施与专业人才则呈现负相关关系。基于此,应通过强化东部技术辐射效应、破解中西部地区金融与数字瓶颈、优化人才结构等举措,推动区域协同发展。 展开更多
关键词 人工智能产业 空间分布 产业演化 随机森林模型 偏依赖图
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Coarse woody debris features of a warm temperate deciduous broad-leaved forest,northern China 被引量:2
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作者 Fang Ma Liwen Zhuang +1 位作者 Shunzhong Wang Weiguo Sang 《Journal of Forestry Research》 SCIE CAS CSCD 2021年第3期1105-1114,共10页
Stocking and structural composition of a deciduous broad-leaved forest were determined to predict coarse woody debris quantity by quantifying the empirical relationships between these two attributes.The most ecologica... Stocking and structural composition of a deciduous broad-leaved forest were determined to predict coarse woody debris quantity by quantifying the empirical relationships between these two attributes.The most ecologically significant families by stem density were Salicaceae,Betulaceae,Fagaceae,and Aceraceae.P opulus davidiana was the most dominant species followed by B etula dahurica,Quercus mongolica,and Acer mono.The four species accounted for 69.5%of total stems.Numerous small-diameter species characterized the coarse woody debris showing a reversed J-shaped distribution.The coarse debris of P.davidiana,B.dahurica,and Q.mongolica mainly comprised the 10–20 cm size class,whereas A.mono debris was mainly in the 5–10 cm size class.The spatial patterns of different size classes of coarse woody debris were analyzed using the g-function to determine the size of the tree at its death.The results indicate that the spatial patterns at the 0–50 m scale shifted gradually from an aggregated to a random pattern.For some species,the larger coarse debris might change from an aggregated to a random distribution more easily.Given the importance of coarse woody debris in forest ecosystems,its composition and patterns can improve understanding of community structure and dynamics.The aggregation pattern might be due to density dependence and self-thinning effects,as well as by succession and mortality.The four dominant species across the different size classes showed distinct aggregated distribution features at different spatial scales.This suggests a correlation between the dominant species population,size class,and aggregated distribution of coarse woody debris. 展开更多
关键词 Tree mortality DIVERSITY Size class forest dynamic plot
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Fine-scale activity patterns of large-and medium-sized mammals in a deciduous broadleaf forest in the Qinling Mountains,China 被引量:2
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作者 Yuke Zhang Xiangbo He +3 位作者 Xuehua Liu Melissa Songer Haishan Dang Quanfa Zhang 《Journal of Forestry Research》 SCIE CAS CSCD 2021年第6期2709-2717,共9页
The composition of animal species and interactions among them are widely known to shape ecological communities and fine-scale(e.g.,<1 km)monitoring of animal communities is essential for understanding the relations... The composition of animal species and interactions among them are widely known to shape ecological communities and fine-scale(e.g.,<1 km)monitoring of animal communities is essential for understanding the relationships among animals and plants.Although the co-existence of large-and medium-sized species has been studied across different scales,research on fine-scale interactions of herbivores in deciduous broadleaf forests is limited.Camera trapping of large-and medium-sized mammals was carried out over a 1 year period within a 25 ha deciduous broadleaf forest dynamics plot in the Qinling Mountains,China.Fourteen species of large-and medium-sized mammals,including six carnivores,six ungulates,one primate and one rodent species were found.Kernel density estimations were used to analyse the diel or 24 h activity patterns of all species with more than 40 independent detections and general linear models were developed to explore the spatial relationships among the species.The combination of overlapping diel activity patterns and spatial associations showed obvious niche separation among six species:giant panda(Ailuropoda melanoleuca David),takin(Budorcas taxicolor Hodgson),Reeves’s muntjac(Muntiacus reevesi Ogilby),tufted deer(Elaphodus cephalophus Milne-Edwards),Chinese serow(Capricornis milneedwardsii David)and wild boar(Sus scrofa Linnaeus).Long-term fine-scale monitoring is useful for providing information about the co-existence of species and their interactions.The results demonstrate the importance for fine-scale monitoring of animals and plants for improving understanding of species interactions and community dynamics. 展开更多
关键词 Large-and medium-sized mammals Fine-scale interaction Camera trapping Spatiotemporal patterns forest dynamics plots Qinling mountains
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Drivers of the differentiation between broad-leaved trees and shrubs in the shift from evergreen to deciduous leaf habit in forests of eastern Asian subtropics 被引量:1
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作者 Yi Jin Hong Qian 《Plant Diversity》 SCIE CAS CSCD 2023年第5期535-543,共9页
In eastern Asian subtropical forests,leaf habit shifts from evergreen to deciduous broad-leaved woody plants toward higher latitudes.This shift has been largely explained by the greater capacity of deciduous broad-lea... In eastern Asian subtropical forests,leaf habit shifts from evergreen to deciduous broad-leaved woody plants toward higher latitudes.This shift has been largely explained by the greater capacity of deciduous broad-leaved plants to respond to harsh climatic conditions(e.g.,greater seasonality).The advantages of deciduous leaf habit over evergreen leaf habit in more seasonal climates have led us to hypothesize that leaf habits would shift in response to climate changes more conspicuously in forest canopy trees than in forest understory shrubs.Furthermore,we hypothesize that in the forests of the subtropics,plants at higher latitudes,regardless of growth form,would better tolerate seasonal harsh climates,and hence show less differentiation in leaf habit shift,compared to those at lower latitudes.To test these two hypotheses,we modelled the proportion of deciduous broad-leaved species and the incidence of deciduous and evergreen broad-leaved species in woody angiosperm species compositions of ten largesized forest plots distributed in the Chinese subtropics.We found that the rate of leaf habit shift along a latitudinal gradient was higher in forest trees than in forest shrubs.We also found that the differentiation in leaf habit shift between trees and shrubs is greater at lower latitudes(i.e.,warmer climates)than at higher latitudes(i.e.,colder climates).These findings indicate that specialized forest plants are differentially affected by climate in distinct forest strata in a manner dependent on latitudinal distribution.These differences in forest plant response to changes in climate suggest that global climate warming will alter growth forms and geographical distributions and ranges of forests. 展开更多
关键词 Functional trait Leaf life span forest dynamics plot Latitudinal gradient
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Biomass increment and mortality losses in tropical secondary forests of Hainan, China 被引量:1
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作者 Junfu Zhao Chunsheng He +6 位作者 Chunlin Qi Xu Wang Haiyan Deng Chunxin Wang Haiwei Liu Lianyan Yang Zhenghong Tan 《Journal of Forestry Research》 SCIE CAS CSCD 2019年第2期647-655,共9页
Secondary forests, created after heavy logging,are an important part of China's forests. We investigated forest biomass and its accumulation rate in 38 plots in a tropical secondary forest on Hainan Island. These ... Secondary forests, created after heavy logging,are an important part of China's forests. We investigated forest biomass and its accumulation rate in 38 plots in a tropical secondary forest on Hainan Island. These secondary forests are moderate carbon sinks, averaging1.96–2.17 t C ha-1 a-1. Biomass increment is largely by medium-sized(10–35 m) trees. Tree mortality accounts for almost 30% of the biomass and plays a negligible role in biomass accumulation estimates. Mortality rate is highly dependent on tree size. For small trees and seedlings, it is related to competition due to elevated irradiance after logging. Regarding prospective biomass and rates of accumulation, recovery is not as rapid as in secondary forests of cleared land. Therefore, tropical forests are susceptible to logging operations and need careful forest management. 展开更多
关键词 Tropical secondary forest management Carbon SINK INVENTORY Dynamic plot LOGGING
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安徽省林草湿荒普查草地样地调查技术的探讨
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作者 邱天 《安徽林业科技》 2026年第1期60-64,共5页
为推进区域性草原事业高质量发展,本文基于2024年安徽省林草湿荒普查中的草地样地调查实践,系统剖析了当前草原监测工作面临的主要问题,包括样地代表性与布设合理性不足、专业支撑能力与资源本底不匹配、监测成果与系统治理需求衔接不... 为推进区域性草原事业高质量发展,本文基于2024年安徽省林草湿荒普查中的草地样地调查实践,系统剖析了当前草原监测工作面临的主要问题,包括样地代表性与布设合理性不足、专业支撑能力与资源本底不匹配、监测成果与系统治理需求衔接不畅等方面。针对这些挑战,进一步提出了以管理需求为导向优化草地固定监测样地布设、以能力匹配为导向强化草地监测全过程质控、以质控标准为导向规范草地监测全流程操作等具体对策,以期为南方省份在山水林田湖草沙系统治理背景下,实现草原资源的精准监测与科学管理提供实践参考。 展开更多
关键词 林草湿荒普查 草地资源 监测 样地布设 成果应用
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The Spatial-Temporal Heterogeneity of Understory Light Availability in a Temperate Forest of North China
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作者 Jie Li Ziyu Zhou +2 位作者 Yun Chen Qiusheng Yang Carlos Alberto Busso 《Phyton-International Journal of Experimental Botany》 SCIE 2021年第6期1633-1644,共12页
The spatial-temporal variation of understory light availability has important influences on species diversity and community assembly.However,the distribution characteristics and influencing factors of understory light... The spatial-temporal variation of understory light availability has important influences on species diversity and community assembly.However,the distribution characteristics and influencing factors of understory light availability have not been fully elucidated,especially in temperate deciduous,broad-leaved forests.In this study,the understory light availability was monitored monthly(May–October)in a temperate deciduous,broad-leaved forest in Henan Province,China.Differences in the light availability among different months and habitat types were statistically analyzed using Kruskal–Wallis method,respectively.Partial least squares path modeling(PLS-PM)was used to explore the direct and/or indirect effects of stand structure,dominant species and topographic factors on the light environment.Results showed that there were differences in light environments among the four habitat types and during the studied six months.The PLS-PM results showed that the stand structure and the dominant species were negatively correlated with the light environment,and the path coefficient values were−0.089(P=0.042)and−0.130(P=0.004),respectively.Our result indicated that the understory light availability exhibit a distinct spatial and temporal heterogeneity in temperate deciduous,broad-leaved forest of north China.The characteristics of woody plant community,especially the abundance of one of the dominant plant species,were the important factors affecting the understory light availability. 展开更多
关键词 Dominant species forest canopy stand structure forest dynamic monitoring plot
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海南尖峰岭热带山地雨林64 ha次生林动态监测样地群落结构特征 被引量:2
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作者 李艳朋 陈洁 +1 位作者 卢春洋 许涵 《生物多样性》 北大核心 2025年第2期23-35,共13页
热带雨林在物种多样性保护和减缓全球气候变暖等方面发挥着重要作用。为探究热带次生林群落结构特征,本文以海南尖峰岭热带山地雨林次生林为研究对象,通过分析2020–2021年在典型区域建设的64ha次生林动态监测样地群落调查数据,分析了... 热带雨林在物种多样性保护和减缓全球气候变暖等方面发挥着重要作用。为探究热带次生林群落结构特征,本文以海南尖峰岭热带山地雨林次生林为研究对象,通过分析2020–2021年在典型区域建设的64ha次生林动态监测样地群落调查数据,分析了样地内胸径≥5.0 cm木本植株的物种多样性、重要值、径级结构和空间分布格局等指标。结果表明:(1)样地内共记录到152,958个胸径≥5.0 cm的存活植株,隶属于65科153属262种,其中稀有种、偶见种和常见种分别为80、113和69种。(2)样地内重要值大于1.00%的物种共有24种,排名前5位的依次为米槠(Castanopsis carlesii)、白颜树(Gironniera subaequalis)、海南韶子(Nephelium topengii)、厚壳桂(Cryptocarya chinensis)和红柯(Lithocarpus fenzelianus)。壳斗科、樟科和山矾科为优势科,锥属(Castanopsis)、山矾属(Symplocos)和柯属(Lithocarpus)为优势属。(3)样地内独立植株平均胸径为13.00 cm,径级分布总体呈倒“J”形,表明群落更新良好且处于相对稳定状态。(4)样地内的优势种在1–100 m尺度上表现为聚集分布,且表现为一定程度的生境偏好,表明生态位分化机制对于热带山地雨林生物多样性维持具有重要作用。本研究阐明了热带山地雨林次生林的群落结构特征,研究结果有助于为热带次生林物种多样性的保护和管理提供科学依据。 展开更多
关键词 海南尖峰岭 次生林 森林动态监测样地 群落结构 空间分布格局
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Application of SWAT99.2 to sensitivity analysis of water balance components in unique plots in a hilly region
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作者 Jun-feng Dai Jia-zhou Chen +3 位作者 Guo-an Lu Larry C. Brown Lei Gan Qin-xue Xu 《Water Science and Engineering》 EI CAS CSCD 2017年第3期209-216,共8页
Although many sensitivity analyses using the soil and water assessment tool(SWAT) in a complex watershed have been conducted, little attention has been paid to the application potential of the model in unique plots. I... Although many sensitivity analyses using the soil and water assessment tool(SWAT) in a complex watershed have been conducted, little attention has been paid to the application potential of the model in unique plots. In addition, sensitivity analysis of percolation and evapotranspiration with SWAT has seldom been undertaken. In this study, SWAT99.2 was calibrated to simulate water balance components for unique plots in Southern China from 2000 to 2001, which included surface runoff, percolation, and evapotranspiration. Twenty-one parameters classified into four categories, including meteorological conditions, topographical characteristics, soil properties, and vegetation attributes, were used for sensitivity analysis through one-at-a-time(OAT) sampling to identify the factor that contributed most to the variance in water balance components. The results were shown to be different for different plots, with parameter sensitivity indices and ranks varying for different water balance components. Water balance components in the broad-leaved forest and natural grass plots were most sensitive to meteorological conditions, less sensitive to vegetation attributes and soil properties, and least sensitive to topographical characteristics. Compared to those in the natural grass plot, water balance components in the broad-leaved forest plot demonstrated higher sensitivity to the maximum stomatal conductance(GSI) and maximum leaf area index(BLAI). 展开更多
关键词 forest and GRASS plotS WATER balance Sensitivity analysis Soil and WATER assessment tool (SWAT) One-at-a-time (OAT) method
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基于机器学习算法构建新型冠状病毒感染重症病人的死亡预测模型 被引量:1
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作者 桑珍珍 李勇 《安徽医药》 2025年第4期747-753,I0003,I0004,共9页
目的探讨影响新型冠状病毒感染(novel coronavirus pneumonia;别名corona virus disease 2019,COVID-19)重症病人预后的危险因素,建立预测模型并进行验证,进而准确地评估COVID-19重症病人的不良预后。方法收集2022年11月1日至2023年7月... 目的探讨影响新型冠状病毒感染(novel coronavirus pneumonia;别名corona virus disease 2019,COVID-19)重症病人预后的危险因素,建立预测模型并进行验证,进而准确地评估COVID-19重症病人的不良预后。方法收集2022年11月1日至2023年7月1日沧州市中心医院收治的526例COVID-19重症病人的临床指标与结局(院内28 d内死亡或存活)。用于R软件“caret”包,将526例病人按7∶3的比例拆分为两组:训练集(n=369)用于模型训练,测试集(n=157)用于模型验证。利用极端梯度提升(XGBoost)、随机森林(RF)2种机器学习算法构建病人临床结局的预测模型,应用SHAP进行XGBoost模型可解释性分析,分别得出影响病人预后的变量。将RF和XGBoost得出的变量取交集得到差异有统计学意义的变量,进而构建决策树模型。最后,在训练集和测试集上利用受试者操作特征曲线(ROC曲线)、曲线下面积(AUC)评估所决策树模型的预测性能。结果通过XGBoost模型得到与院内死亡相关的变量15个,随机森林模型得到与院内死亡相关的变量23个,两种模型取交集得到13个与院内死亡相关性最强的重要变量(白细胞介素-6、N端脑钠肽前体、白蛋白、超敏肌钙蛋白I、淋巴细胞、血乳酸、α-羟丁氨酸、肌酸激酶同工酶、动脉血氧分压、年龄、尿素氮、血红蛋白、乳酸脱氢酶)。用这13个重要变量构建决策树模型,得出2个与病人死亡最相关的变量(白细胞介素-6、淋巴细胞),死亡组病人的白细胞介素-6为155.48(42.81,691.3)ng/L,显著高于存活组15.38(10.51,31.11)ng/L(Z=37387.50,P<0.001)。死亡组病人的淋巴细胞为5.4(3.3,12.6)%,显著低于存活组13.5(8.62,22.28)%(Z=10584.50,P<0.001)。在训练集上的决策树模型预测COVID-19重症病人死亡的AUC为0.86,在测试集上的AUC为0.84。结论基于XGBoost和随机森林这2种机器学习方法构建的决策树模型能够更准确地评估COVID-19重症病人的不良预后。 展开更多
关键词 机器学习 新型冠状病毒感染 森林图 人工智能 极端梯度提升(XGBoost) 预后 预测模型
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A two-scale approach for estimating forest aboveground biomass with optical remote sensing images in a subtropical forest of Nepal 被引量:2
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作者 Upama A.Koju Jiahua Zhang +4 位作者 Shashish Maharjan Sha Zhang Yun Bai Dinesh B.I.P.Vijayakumar Fengmei Yao 《Journal of Forestry Research》 SCIE CAS CSCD 2019年第6期2119-2136,共18页
Forests account for 80%of the total carbon exchange between the atmosphere and terrestrial ecosystems.Thus,to better manage our responses to global warming,it is important to monitor and assess forest aboveground carb... Forests account for 80%of the total carbon exchange between the atmosphere and terrestrial ecosystems.Thus,to better manage our responses to global warming,it is important to monitor and assess forest aboveground carbon and forest aboveground biomass(FAGB).Different levels of detail are needed to estimate FAGB at local,regional and national scales.Multi-scale remote sensing analysis from high,medium and coarse spatial resolution data,along with field sampling,is one approach often used.However,the methods developed are still time consuming,expensive,and inconvenient for systematic monitoring,especially for developing countries,as they require vast numbers of field samples for upscaling.Here,we recommend a convenient two-scale approach to estimate FAGB that was tested in our study sites.The study was conducted in the Chitwan district of Nepal using GeoEye-1(0.5 m),Landsat(30 m)and Google Earth very high resolution(GEVHR)Quickbird(0.65 m)images.For the local scale(Kayerkhola watershed),tree crowns of the area were delineated by the object-based image analysis technique on GeoEye images.An overall accuracy of 83%was obtained in the delineation of tree canopy cover(TCC)per plot.A TCC vs.FAGB model was developed based on the TCC estimations from GeoEye and FAGB measurements from field sample plots.A coefficient of determination(R2)of 0.76 was obtained in the modelling,and a value of 0.83 was obtained in the validation of the model.To upscale FAGB to the entire district,open source GEVHR images were used as virtual field plots.We delineated their TCC values and then calculated FAGB based on a TCC versus FAGB model.Using the multivariate adaptive regression splines machine learning algorithm,we developed a model from the relationship between the FAGB of GEVHR virtual plots with predictor parameters from Landsat 8 bands and vegetation indices.The model was then used to extrapolate FAGB to the entire district.This approach considerably reduced the need for field data and commercial very high resolution imagery while achieving two-scale forest information and FAGB estimates at high resolution(30 m)and accuracy(R2=0.76 and 0.7)with minimal error(RMSE=64 and 38 tons ha-1)at local and regional scales.This methodology is a promising technique for cost-effective FAGB and carbon estimations and can be replicated with limited resources and time.The method is especially applicable for developing countries that have low budgets for carbon estimations,and it is also applicable to the Reducing Emissions from Deforestation and Forest Degradation(REDD?)monitoring reporting and verification processes. 展开更多
关键词 forest ABOVEGROUND biomass Google Earth IMAGERY MULTI-SCALE remote sensing Virtual plot Optical IMAGERY
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STUDIES ON FOREST WATER CYCLING
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作者 周晓峰 王传宽 +1 位作者 李庆夏 金永岩 《Journal of Northeast Forestry University》 SCIE CAS CSCD 1995年第3期89-95,共7页
Principal ideas, research approaches and installations in both Liangshui and Maoershan Ecological Stations were diseussed. Significance of comparability and synchronous detennination in research methods were stressed.... Principal ideas, research approaches and installations in both Liangshui and Maoershan Ecological Stations were diseussed. Significance of comparability and synchronous detennination in research methods were stressed. Comparison analysis was done on the results gained from diferent methods. Adaptive mechanisms of Mongolian oak (Quercus mongolica) to drought and unproductive sites wer expounded through hydrological cycling studies. Surface runoff and flood peak were decreased and the developing processes of flood peak were postponed or delayed because of the presence of huge forest canopy and forest floor. However, the conclusions of forest influences on total runoff,especially in spring and in the dry season t are significant to agricultul practices in notheast China and turned out contrary for satershed sizes or different approaches, which should be studied further. 展开更多
关键词 forest water cycling Controlled paired-watershed approach Runoff plot Comparbility Synchronous determination
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